10 citations · 10 across the 2 of their papers we have counts for
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stat.AP2020★ 10 cited
Estimating heterogeneous effects of continuous exposures using Bayesian tree ensembles: revisiting the impact of abortion rates on crime
Spencer Woody, Carlos M. Carvalho, P. Richard Hahn +1
In estimating the causal effect of a continuous exposure or treatment, it is important to control for all confounding factors. However, most existing methods require parametric spe…
stat.ME2020
Bayesian inference for treatment effects under nested subsets of controls
Spencer Woody, Carlos M. Carvalho, Jared S. Murray
When constructing a model to estimate the causal effect of a treatment, it is necessary to control for other factors which may have confounding effects. Because the ignorability as…